CSI Prediction on CommPre
1.5689MSECSI-BERT2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CSI-BERT2Size=5M, GFLOPS=0.51592024.12 | 1.5689 | 29.59 | 23.19 | 0.37 | |
| CV-3DCNNSize=19K, GFLOPS=0.10332024.12 | 4.5276 | 47.94 | 68.1 | 0.04 | |
| RNNSize=33K, GFLOPS=0.00332024.12 | 4.6164 | 46.07 | 53.85 | 0.03 | |
| ConvLSTMSize=152K, GFLOPS=0.11362024.12 | 5.0015 | 48.98 | 60.31 | 0.04 | |
| LSTMSize=133K, GFLOPS=0.01342024.12 | 5.1107 | 48.49 | 57.22 | 0.03 | |
| MambaSize=5M, GFLOPS=0.50622024.12 | 5.1286 | 44.3 | 48.38 | 0.23 | |
| GRUSize=100K, GFLOPS=0.012024.12 | 5.4009 | 51.28 | 63.67 | 0.04 | |
| OCEANSize=126K, GFLOPS=0.01262024.12 | 5.6013 | 48.63 | 55.76 | 0.05 |